{"id":"W3092216237","doi":"10.1177/1715163520963840","title":"Looking back, looking forward: Reflections on an evolving profession","year":2020,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04616475,0.0007356801,0.00134569,0.002535912,0.06205168,0.03909495,0.007003647,0.04298885,0.01855956],"category_scores_gemma":[0.0680209,0.0010438,0.001657302,0.004002291,0.07527917,0.03046371,0.02281545,0.07495244,0.002826816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07806154,"about_ca_system_score_gemma":0.2300972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4654298,"about_ca_topic_score_gemma":0.6910819,"domain_scores_codex":[0.9524658,0.01814282,0.001369252,0.002655464,0.01134917,0.01401756],"domain_scores_gemma":[0.8679559,0.04751139,0.003854418,0.001964845,0.02573811,0.05297537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009398044,0.000202243,0.002529879,0.0004815454,0.00002963406,0.001796504,0.3450227,0.0001364904,0.0004548298,0.1317168,0.4728813,0.0446541],"study_design_scores_gemma":[0.00003329187,0.00003150601,0.00144137,0.0008938629,0.00001427728,0.0003631516,0.4438853,0.00006181491,0.0001099735,0.02110523,0.5319544,0.0001058217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003960687,0.002665732,0.000357729,0.9807172,0.00366641,0.00001603184,0.00002444021,0.00001691339,0.008574712],"genre_scores_gemma":[0.2032068,0.0085762,0.002528208,0.7537066,0.003931572,0.0001052306,0.00005042712,0.0002217744,0.02767318],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4654298,"threshold_uncertainty_score":0.9254415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023988902499179,"score_gpt":0.4037349774970134,"score_spread":0.3013360872470954,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}